解决办法就一句话:
该程序采用电子表格文件 (.xlsx),读取 EF DbSet 类的选项卡名称以及属性名称和值的列名称和值,并将它们作为单独的实体保存在 EF 安装的数据存储中(适用于SQLite 和 SQL Server 2014).
最酷的部分是,应用程序中无需对 EF 类名称、属性等进行硬编码。这意味着您可以创建 Exceltemplate,让某人填写(只需填写您在模板中提供的列),然后就可以轻松导入该文件。
您需要为自己重新创建的所有内容都在这篇文章中。
我希望将其用于我正在编写的自己的应用程序,并且有点惊讶的是没有人想做同样的事情。对于数百个 EF 类和基类,答案(即使在这里)是蹲下来,咬紧牙关,对所有内容进行硬编码。
我要发帖工作代码尽我所能。对于任何试图让自己的软件更易于使用的人来说,这段代码希望是向前迈出的一大步。为了完全地隔离问题/Poc/答案,我使用:
VS 2015、最新的 SQLite、SQLite.CodeFirst、System.Data.SQLite[.Linq 和 .EF6](
Notes:
- 我在正常系统中使用SQL 2014 Ent,但发现SQLite具有相同的性能。事实上,这个示例和下面的计时是在 SQLite 数据库文件上的!
- 下面的计时是在我的开发笔记本电脑上进行的,该笔记本电脑在装有 VS2015 的 VirtBox VM 中运行 Win10。同一台笔记本电脑上的另一个 VM 正在运行 SQL 2014 Enterprise,但对于此测试示例,我在同一个 Win10 VM 上使用 SQLite。
-My MyDbContext.cs and 配置.cs文件是简单的,没有播种等。
public DbSet<Person> Persons { get; set; }
public DbSet<Child> Children { get; set; }
- 有一个简单的 test.xlsx 文件,其中包含要插入数据库的值。
这是它的 .csv:
sChildFoo,iChildBar,dChildBaz,PersonAge,PersonWeight,PersonName
Norwich,29884,1.2,34,123,Fred Flintstone
Waterford,34990,3.4,56,210,Barney Rubble
重要提示:工作表中的选项卡带有标签Child- 与您想要加载值的类完全相同。有 2 个数据/实体类,Person() 和 Child() 称为PersonChild.cs:
using System;
using System.Collections.Generic;
using System.ComponentModel.DataAnnotations;
using System.ComponentModel.DataAnnotations.Schema;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
namespace DynamicEFLoading
{
public abstract class Person
{
[Key]
public int PersonId { get; set; }
public int PersonAge { get; set; }
public int PersonWeight { get; set; }
public string PersonName { get; set; }
}
class Child : Person
{
[Key]
[Column(Order = 0)]
public int Id { get; set; }
public string sChildFoo { get; set; }
public int iChildBar { get; set; }
public double dChildBaz { get; set; }
}
}
正如您所看到的,所有 Child() 实例都继承了 Person() 的属性。我什至将 Person() 抽象化。
这是实质内容,正如我在评论中敢于装饰的那样,测试程序.cs:
using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using System.Data.SQLite;
using NLog;
using System.Reflection;
using System.Data.Entity;
using Spire.Xls;
using System.Data;
using System.Collections;
namespace DynamicEFLoading
{
class TestProgram
{
private static Logger logit = LogManager.GetCurrentClassLogger();
static void Main()
{
DateTime dtStart = new DateTime(DateTime.Now.Ticks);
DateTime dtStop = new DateTime();
TestProgram s = new TestProgram();
Utils u = new Utils();
s.p("Starting at " + DateTime.Now.ToLongTimeString());
// for this test, I leave this door open the whole time...
using (MyDbContext ctx = new MyDbContext())
{
//###########################################################################
//
// create a row in db each time run...
//
Random rnd = new Random();
//
Child c1 = new DynamicEFLoading.Child();
// Age, Weight, Name all come from base class Person()
c1.PersonAge = rnd.Next(120);
c1.PersonWeight = rnd.Next(85, 300);
c1.PersonName = String.Format("{0} {1}", Utils.GenerateName(6), Utils.GenerateName(8));
s.p(String.Format("Created .Name: {0}", c1.PersonName));
//
c1.dChildBaz = rnd.NextDouble();
c1.iChildBar = rnd.Next(99999);
c1.sChildFoo = String.Format("{0}", Utils.GenerateName(10));
s.p(String.Format("Created .sParentFoo: {0}", c1.sChildFoo));
//
ctx.Children.Add(c1);
//_______________________________________________________
ctx.SaveChanges();
//###########################################################################
//
// in production, there would be no hard coding...
//
string fileLocation = @"C:\Users\<some user>\Desktop\test.xlsx";
//
// NOTE! Here I am specifying the only tab(ws name) in the wb. This is easily changed
// to access all tabs by index, using Worksheet ws = wb.Worksheets[index], and
// a simple loop through them all. In my first test, I even verify the tab had
// a corresponding table in DB before continuing...
string tableName = "Child";
//----------------------------------------------------------
// freeSpire.xls
Workbook wb = new Workbook();
wb.LoadFromFile(fileLocation);
//----------------------------------------------------------
// see NOTE! just above...
Worksheet ws = wb.Worksheets[tableName];
//----------------------------------------------------------
// create a DataTable
DataTable dt = new DataTable(tableName);
// load it with data from whoile worksheet (ws)
dt = ws.ExportDataTable();
// from now on, we use DataTable-not spreadsheet
//----------------------------------------------------------
s.p(String.Format("wb.WorkSheets count: " + wb.Worksheets.Count));
s.p(String.Format("ws.Rows count: " + ws.Rows.Count()));
s.p(String.Format("dt.Rows.Count: " + dt.Rows.Count));
s.p(String.Format("dt.Name: " + dt.TableName));
//==========================================================
// getting assembly name programmatically fails when a project is inside a solution
// in VS. It assumes ...\ProjName\ProjName\... whis isn't how solutions go...
string pathToAssembly = @"C:\Users\<some user>\Documents\Visual Studio 2015\Projects\DynamicEFLoading\DynamicEFLoading\bin\Debug\DynamicEfLoading.exe";
// string pathToAssembly = @".\DynamicEfLoading.exe";
// create an 'anonymous', or ghost class:
var aClass = u.CreateInstanceOf(dt.TableName, pathToAssembly);
// display class type
s.p(String.Format("aClass.FullName: " + aClass.GetType().FullName));
//==========================================================
//
// creating a DbSet for the dt's entities. It isn't good enough to just create
// the class itself-it needs to be from the DbContext (ctx). or else you can't
// ctx.SaveChanges();
//
s.p(String.Format("Creating 'dbs' object..."));
DbSet dbs = ctx.Set(aClass.GetType());
// But you can't att attributes/properties to a DbSet-only to the class it is
// derived from, so we then use the DbSet (dbs) for this class to create an
// empty class that we can populate & later add to DB via ctx:
var theObj = dbs.Create(aClass.GetType());
// make sure it's the right one:
s.p(String.Format("GetType: " + theObj.GetType()));
//____________________________________________________________________________
int i = 0; // used to keep track of each column as we go through the dt
foreach (DataRow dr in dt.Rows) // each dr in the dt is a separate instance of the theObj class
{
s.p(String.Format("================= row =================================="));
i = 0; // I don't like to put var instantiation in a loop...
// each drItem is the content for the row (theObj)
foreach (string drItem in dr.ItemArray)
{
s.p(String.Format("================= col {0} ", i));
string entAttrName = dt.Columns[i].ToString();
string entAttrValue = dr[i].ToString();
// column (property) name:
s.p("[" + i + "] Item: " + entAttrName.ToString());
// the value of that property to load into this class' property
s.p("[" + i + "] Value: " + entAttrValue.ToString());
// which type of data is this property? (string, int32, double...)
// -also has data like if nullable, etc. of use in later refinements...
TypeInfo thisTypeInfo = theObj.GetType().GetTypeInfo();
// All details from the property to update/set:
PropertyInfo theProp = thisTypeInfo.GetProperty(entAttrName);
//___________________________________________________________________
// need to determine the property type, converting entAttrValuefrom string:
// good debugging info at this stage to see what we've discovered from the class dynamically at rn time...
s.p("theProp.DeclaringType.FullName of attr: " + theProp.DeclaringType.FullName);
s.p("theProp.GetSetMethod(true).ToString() of attr: " + theProp.GetSetMethod(true).ToString());
s.p("theProp.GetType().ToString() of attr: " + theProp.GetType().ToString());
s.p("theProp.Name of attr: " + theProp.Name);
s.p("theProp.PropertyType.ToString() of attr: " + theProp.PropertyType.ToString());
s.p("theProp.ReflectedType.ToString() of attr: " + theProp.ReflectedType.ToString());
s.p("theProp.ReflectedType.ToString() of attr: " + theProp.SetMethod.ReturnType.ToString());
/* update entAttrName with entAttrValue:
*
* At this point, my values in the DataTable are all strings, but the class itself
* stores that value as who-knows-what. So here I just parse out what kind it is from three
* common types. In future, may need to add more, but for now, these are the big 4:
*
* String, Integer, DatTime, and Double
*/
if (theProp.PropertyType.ToString() == "System.String")
{
theProp.SetValue(theObj, (String)entAttrValue);
logit.Debug("Set {0} value: {1}",
theProp.PropertyType.ToString(),
entAttrValue);
}
else if (theProp.PropertyType.ToString().Contains("System.Int32"))
{
theProp.SetValue(theObj, int.Parse(entAttrValue));
logit.Debug("Set {0} value: {1}",
theProp.PropertyType.ToString(),
entAttrValue);
}
else if (theProp.PropertyType.ToString().Contains("System.DateTime"))
{
IFormatProvider culture = new System.Globalization.CultureInfo("en-US", true);
DateTime dTime = DateTime.Parse(entAttrValue, culture, System.Globalization.DateTimeStyles.AssumeLocal);
theProp.SetValue(theObj, entAttrValue);
logit.Debug("Set {0} value: {1}",
theProp.PropertyType.ToString(),
entAttrValue);
}
else if (theProp.PropertyType.ToString().Contains("System.Double"))
{
theProp.SetValue(theObj, double.Parse(entAttrValue));
logit.Debug("Set {0} value: {1}",
theProp.PropertyType.ToString(),
entAttrValue);
}
else
{
logit.Error("Unexpected property type: {0} given. string value: {1}",
theProp.PropertyType.ToString(),
entAttrValue
);
}
i++; // increment column index...
} // end foreach (string drItem in dr.ItemArray...
// add class to context...
dbs.Add(theObj);
// to save one by one (each row):
ctx.SaveChanges();
} // end of foreach (DataRow dr in dt.Rows...
// or... to save as batch (at end of worksheet):
// ctx.SaveChanges();
//###########################################################################
dtStop = new DateTime(DateTime.Now.Ticks);
TimeSpan tsDuration = dtStop - dtStart;
s.p(String.Format("end... took {0} seconds.", tsDuration.TotalSeconds.ToString()));
Console.ReadKey();
} // end using DbContext...
}
/*
* Convenience; writes to both...
*
*/
//private static void p(string message)
private void p(string message)
{
logit.Info(message);
Console.WriteLine(message);
}
}
}
最后,这是Utils.cs包含 Utils() 类的文件。您会看到上面提到的这些被称为“u.*”,在 TestProgram.cs 顶部的实例化方式:
using System;
using System.Collections.Generic;
using System.Linq;
using System.Reflection;
using System.Text;
using System.Threading.Tasks;
using NLog;
using System.Collections;
using System.Data;
namespace DynamicEFLoading
{
class Utils
{
private static Logger logit = LogManager.GetCurrentClassLogger();
public ArrayList HeadersFromDataTable(DataTable theDataTable)
{
ArrayList arHeaders = new ArrayList();
try
{
arHeaders.AddRange(theDataTable.Columns);
logit.Info("loaded {0} column headers...", arHeaders.Count);
}
catch (Exception ex)
{
logit.Fatal("exception: " + ex.ToString());
}
return arHeaders;
}
public object CreateInstanceOf(string ClassName, string AssemblyFullPath)
{
var assemblyFullPath = Assembly.LoadFrom(@"C:\Users\<some user>\Documents\Visual Studio 2015\Projects\PoliticWebSite\ScratchConsole1\bin\Debug\ScratchConsole1.exe");
var assembly = Assembly.GetExecutingAssembly();
//var assembly = Assembly.LoadFrom(assemblyFullPath);
var type = assembly.GetTypes().First(t => t.Name == ClassName);
return Activator.CreateInstance(type);
}
public static string GenerateName(int len)
{
Random rndSeed = new Random(DateTime.Now.Millisecond);
Random r = new Random(rndSeed.Next());
string[] consonants = { "b", "c", "d", "f", "g", "h", "j", "k", "l", "m", "l", "n", "p", "q", "r", "s", "sh", "zh", "t", "v", "w", "x" };
string[] vowels = { "a", "e", "i", "o", "u", "ae", "y" };
string Name = "";
Name += consonants[r.Next(consonants.Length)].ToUpper();
Name += vowels[r.Next(vowels.Length)];
int b = 2; //b tells how many times a new letter has been added. It's 2 right now because the first two letters are already in the name.
while (b < len)
{
//_________________________________________________________________
rndSeed = new Random(DateTime.Now.Millisecond);
r = new Random(rndSeed.Next());
Name += consonants[r.Next(consonants.Length)];
b++;
//_________________________________________________________________
rndSeed = new Random(DateTime.Now.Millisecond);
r = new Random(rndSeed.Next());
Name += vowels[r.Next(vowels.Length)];
b++;
//_________________________________________________________________
}
return Name;
}
}
}
那么,当程序遍历每一列(可以按任何顺序,顺便说一句)时,这一切看起来是什么样的?
2016-11-08 22:18:14.2500 INFO Starting at 10:18:14 PM
2016-11-08 22:18:14.3499 INFO Created .Name: Tytaetae Tytaetaetae
2016-11-08 22:18:14.3499 INFO Created .sParentFoo: Baebabababa
2016-11-08 22:18:15.2181 INFO wb.WorkSheets count: 2
2016-11-08 22:18:15.2181 INFO ws.Rows count: 3
2016-11-08 22:18:15.2338 INFO dt.Rows.Count: 2
2016-11-08 22:18:15.2338 INFO dt.Name: Child
2016-11-08 22:18:15.2487 INFO aClass.FullName: DynamicEFLoading.Child
2016-11-08 22:18:15.2487 INFO Creating 'dbs' object...
2016-11-08 22:18:15.2644 INFO GetType: DynamicEFLoading.Child
2016-11-08 22:18:15.2644 INFO ================= row ==================================
2016-11-08 22:18:15.2644 INFO ================= col 0
2016-11-08 22:18:15.2801 INFO [0] Item: sChildFoo
2016-11-08 22:18:15.2801 INFO [0] Value: Norwich
2016-11-08 22:18:15.2801 INFO theProp.DeclaringType.FullName of attr: DynamicEFLoading.Child
2016-11-08 22:18:15.2958 INFO theProp.GetSetMethod(true).ToString() of attr: Void set_sChildFoo(System.String)
2016-11-08 22:18:15.2958 INFO theProp.GetType().ToString() of attr: System.Reflection.RuntimePropertyInfo
2016-11-08 22:18:15.3114 INFO theProp.Name of attr: sChildFoo
2016-11-08 22:18:15.3114 INFO theProp.PropertyType.ToString() of attr: System.String
2016-11-08 22:18:15.3271 INFO theProp.ReflectedType.ToString() of attr: DynamicEFLoading.Child
2016-11-08 22:18:15.3271 INFO theProp.ReflectedType.ToString() of attr: System.Void
2016-11-08 22:18:15.3271 DEBUG Set System.String value: Norwich
2016-11-08 22:18:15.3428 INFO ================= col 1
...
2016-11-08 22:18:16.1237 INFO ================= row ==================================
2016-11-08 22:18:16.1394 INFO ================= col 0
2016-11-08 22:18:16.1394 INFO [0] Item: sChildFoo
2016-11-08 22:18:16.1551 INFO [0] Value: Waterford
2016-11-08 22:18:16.1551 INFO theProp.DeclaringType.FullName of attr: DynamicEFLoading.Child
2016-11-08 22:18:16.1551 INFO theProp.GetSetMethod(true).ToString() of attr: Void set_sChildFoo(System.String)
2016-11-08 22:18:16.1707 INFO theProp.GetType().ToString() of attr: System.Reflection.RuntimePropertyInfo
2016-11-08 22:18:16.1863 INFO theProp.Name of attr: sChildFoo
2016-11-08 22:18:16.1863 INFO theProp.PropertyType.ToString() of attr: System.String
2016-11-08 22:18:16.1863 INFO theProp.ReflectedType.ToString() of attr: DynamicEFLoading.Child
2016-11-08 22:18:16.2020 INFO theProp.ReflectedType.ToString() of attr: System.Void
2016-11-08 22:18:16.2020 DEBUG Set System.String value: Waterford
2016-11-08 22:18:16.2179 INFO ================= col 1
...
2016-11-08 22:18:16.5772 INFO ================= col 5
2016-11-08 22:18:16.5772 INFO [5] Item: PersonName
2016-11-08 22:18:16.5772 INFO [5] Value: Barney Rubble
2016-11-08 22:18:16.5772 INFO theProp.DeclaringType.FullName of attr: DynamicEFLoading.Person
2016-11-08 22:18:16.5927 INFO theProp.GetSetMethod(true).ToString() of attr: Void set_PersonName(System.String)
2016-11-08 22:18:16.5927 INFO theProp.GetType().ToString() of attr: System.Reflection.RuntimePropertyInfo
2016-11-08 22:18:16.5927 INFO theProp.Name of attr: PersonName
2016-11-08 22:18:16.6084 INFO theProp.PropertyType.ToString() of attr: System.String
2016-11-08 22:18:16.6084 INFO theProp.ReflectedType.ToString() of attr: DynamicEFLoading.Child
2016-11-08 22:18:16.6240 INFO theProp.ReflectedType.ToString() of attr: System.Void
2016-11-08 22:18:16.6240 DEBUG Set System.String value: Barney Rubble
2016-11-08 22:18:16.6397 INFO end... took 2.391686 seconds.
加载文件、将其解析为 DataSet/DataTable、然后将它们转换为类和 EF 实例、检查每一列的有效性需要 2.4 秒。一切都在 Linux 笔记本电脑上的 Win10 VM 中。
现在,我为您提供(我的混乱且低效的)解决方案来获取和保存 EF 数据,而无需对 Excel 模板的标题行以外的任何内容进行硬编码。
To-Dos:
-添加循环遍历工作簿,执行所有工作表。
-添加验证数据表中指示的类实际上存在于 EF 中(我在我的试点代码中执行此操作)。
-添加在导入之前验证文件是有效的.xlsx文件(Spire有此功能)等。
我花了很多时间来让它工作,而且由于我的正常编程超出了我的能力范围,我将不胜感激任何关于使它更好/更安全等的反馈。我主要是通过翻阅智能感知和书籍来做到这一点的。
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